Literature DB >> 31236669

Running pattern of choroidal vessel in en face OCT images determined by machine learning-based quantitative method.

Hideki Shiihara1, Taiji Sakamoto2, Hiroto Terasaki1, Naoko Kakiuchi1, Yuki Shinohara1, Masatoshi Tomita1, Shozo Sonoda1.   

Abstract

PURPOSE: To evaluate the new method to quantitate the running pattern of the vessels in Haller's layer in en face optical coherence tomographic (OCT) images using the new algorithm.
METHODS: A retrospective and cross-sectional study. The en face image of top 25% slab of Haller's layer was analyzed. The vascular area in these images was calculated after binarization. Then, the vessels were thinned, and the total length of the vessels and the mean vessel diameter were calculated. Based on the angle of vessel running, "natural oblique vessel" was defined. The ratio of the natural oblique vessel to the whole vessels was defined as the "symmetry index". To examine the reproducibility of the software, the images obtained on two different examination dates of the same subject (25 eyes of 25 healthy subjects) were analyzed. Also, to compare the symmetry index and subjective evaluations, 180 eyes and 180 healthy subjects were analyzed. The subjective evaluations classified the images into 3 groups, the Symmetrical, Semi-symmetrical, and Asymmetrical types. Symmetry index was compared in each group.
RESULTS: The inter-measurement correlation coefficient (ICC) of the vessel area, vessel length, and vessel diameter were 0.955, 0.934, and 0.954, respectively. The ICC of the symmetry index was 0.926. The symmetry index of the Symmetrical type was 60.4 ± 7.2%, that of the Semi-symmetry type was 56.2 ± 4.6%, and that of the Asymmetry type was 52.6 ± 5.2%.
CONCLUSIONS: The present algorithm can analyze vessels in Haller's layer of the en face images of choroid in an objective manner with good repeatability.

Entities:  

Keywords:  Choroid; En face imaging; Haller’s layer; Quantitative method

Mesh:

Year:  2019        PMID: 31236669     DOI: 10.1007/s00417-019-04399-8

Source DB:  PubMed          Journal:  Graefes Arch Clin Exp Ophthalmol        ISSN: 0721-832X            Impact factor:   3.117


  4 in total

1.  Variation of vortex veins at the horizontal watershed in normal eyes.

Authors:  Junki Hoshino; Hidetaka Matsumoto; Ryo Mukai; Kosuke Nakamura; Yosuke Arai; Yuka Kikuchi; Shoji Kishi; Hideo Akiyama
Journal:  Graefes Arch Clin Exp Ophthalmol       Date:  2021-02-24       Impact factor: 3.117

Review 2.  Characteristics of Pachychoroid Diseases and Age-Related Macular Degeneration: Multimodal Imaging and Genetic Backgrounds.

Authors:  Kenji Yamashiro; Yoshikatsu Hosoda; Masahiro Miyake; Sotaro Ooto; Akitaka Tsujikawa
Journal:  J Clin Med       Date:  2020-06-29       Impact factor: 4.241

3.  Short Axial Length Is Related to Asymmetric Vortex Veins in Central Serous Chorioretinopathy.

Authors:  Nobuhiro Terao; Naoya Imanaga; Sorako Wakugawa; Shota Sawaguchi; Tamaki Tamashiro; Yukihide Yamauchi; Hideki Koizumi
Journal:  Ophthalmol Sci       Date:  2021-10-26

4.  Quantitative measures of vortex veins in the posterior pole in eyes with pachychoroid spectrum diseases.

Authors:  Hidetaka Matsumoto; Junki Hoshino; Yosuke Arai; Ryo Mukai; Kosuke Nakamura; Yuka Kikuchi; Shoji Kishi; Hideo Akiyama
Journal:  Sci Rep       Date:  2020-11-11       Impact factor: 4.379

  4 in total

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